
Introduction
Simulation holds significant application value across various industries. During my tenure at Tencent Cloud, I founded a product design team dedicated to simulation within the medical and security sectors. Through this initiative, we successfully incubated and launched the Penrose product.
City Marathon Simulation Prediction
In Yangzhou marathon 2018, we used RRI analysis model to predict the abnormal data.

Through an in-depth analysis of data from marathon participants, models of data filtering, clustering and anomaly detection are established to further assist the competition command center in conducting supervision, medical rescue, and event security. Finding anomalies faster and more accurately, track abnormal personnel, and prioritizing emergency response.
Targeted Drug Therapy Simulation VR
VR version of Penrose for a better immersive experience. This case is PD-L1 drugs act on cancer, Doctors and Patients can interact with the simulation in real time, that it is convenient for patients to understand the principle of treatment. Using Pixel streaming we can even deploy the experience to the patients home.

BIM Digital Twin
Penrose captures and presents various data of Shenzhen Convention and Exhibition Center in real-time, including security, vehicles, facilities, equipment and energy.

Through this system, operation and maintenance and security staff can keep track of the abnormal behavior and conditions occurring in the venue, efficiently operate the venue facilities, handle faults, ensure personnel safety, and rationally use energy.



